Evidence map›Paper›PMID 40389576›Full record

ArticleScientific reports2025

Personality traits Influence Internet Privacy Concerns through Social Anxiety and Privacy-Preserving Self-Efficacy.

Beile Cong, Ziqing Ye, Qian Nan Jia, Zhongying Wu, Yuting Feng, Mengze Li, Bin Liu, Tifei Yuan, Qun Yang

Abstract read
In one paragraph

Article in Scientific reports, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

2 citing papers in PubMed.

  1. Article
  2. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

9 authors.

Beile CongAir Force Medical University, No.169, Changle West Road, Xi'an, 710032, Shaanxi, China.
Ziqing YeFujian Normal University, Fuzhou, China.
Qian Nan JiaAir Force Medical University, No.169, Changle West Road, Xi'an, 710032, Shaanxi, China.
Zhongying WuAir Force Medical University, No.169, Changle West Road, Xi'an, 710032, Shaanxi, China.
Yuting FengAir Force Medical University, No.169, Changle West Road, Xi'an, 710032, Shaanxi, China.
Mengze LiAir Force Medical University, No.169, Changle West Road, Xi'an, 710032, Shaanxi, China.
Bin LiuAir Force Medical University, No.169, Changle West Road, Xi'an, 710032, Shaanxi, China.
Tifei YuanSchool of Medicine, Shanghai Mental Health Center, Shanghai Jiaotong University, Shanghai, 200030, China.
Qun YangAir Force Medical University, No.169, Changle West Road, Xi'an, 710032, Shaanxi, China. yangqun1125@hotmail.com.

Funding

Fujian Provincial Federation of Social Sciences No.FJ2023BF002
6 · The paper itself

Abstract

The rapid progress of the Internet has significantly boosted information exchange and aggregation. However, it has also heightened concerns regarding privacy issues such as personal data leakage and misuse. Previous studies have examined how demographic variables and personality traits affect Internet privacy concerns. Nevertheless, these factors are multi-dimensional and complex. Interpersonal factors and psychological characteristics such as social anxiety and privacy protection self-efficacy also deserve consideration. A structured questionnaire was utilized to survey 824 Chinese university students. Structural equation modeling was employed to explore the mediating roles of social anxiety and privacy-preserving self-efficacy in the relationship between personality traits and privacy concerns. Conscientiousness, privacy-preserving self-efficacy, and social anxiety positively forecast Internet privacy concerns among university students. Extroversion, agreeableness, and openness have significant negative impacts on privacy concerns. Social anxiety and privacy-preserving self-efficacy act as chain mediators in the relationship between agreeableness and privacy concerns, as well as between conscientiousness and privacy concerns. The findings offer new perspectives on the underlying mechanisms of Internet privacy issues and emphasize how offline activities influence Internet behavior. A comprehensive and multifaceted approach is required to address Internet privacy concerns among university students.

Indexed as

AnxietyInternetPersonalityPrivacySelf EfficacyAdolescentAdultChinaFemaleHumansMaleStudentsSurveys and QuestionnairesUniversitiesYoung AdultChain mediationInternet privacy concernsPersonality traitsPrivacy-preserving protection efficacySocial anxiety

Identifiers

PMID40389576
PMCPMC12089604

What OpenQuestion holds

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LicenceCC BY-NC-ND
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Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.